Correct, price does not solely reflect demand. Coin A can have a much higher supply (number of coins available) then coin B. Coin B (lower supply) can have a much higher cost per coin then coin A, but coin A’s market cap (total amount invested) can still be much lower.
Visiting https://coinmarketcap.com is a great way to see this visually.